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AgitatedDove14
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48 Questions, 8051 Answers
  Active since 10 January 2023
  Last activity 8 months ago

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25 × Eureka!
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Hi
Hi ClearML v0.17.1 and ClearML-Agent v0.17.0 are now the official packages & repositories πŸŽ‰ 🎊 πŸ‘‹ πŸ›€οΈ This new name brings on many changes, mainly replace a...
4 years ago
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Hi Guys/Gals, If you want to checkout the latest RC we have 0.15.0rc0 out : pip install trains==0.15.0rc0 pip install trains-agent==0.15.0rc0Many of the impr...
4 years ago
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4 years ago
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Lol, I wonder what the adblock rule was ;)
4 years ago
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I would guess connectivity issues, the TLS is probably python inaccurate response (I mean in a way, it is also a TLS error, but I would imagine this has more...
4 years ago
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4 years ago
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Gals, Guys & :robot_face: If you want to get some inspiration on building DL Continuous Integration pipelines, I suggest this post (obviously built on top of...
4 years ago
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@<1523703325881536512:profile|ConvolutedSealion94> these are xgboost internal metrics that are automatically picked by clearml
2 years ago
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https://m.facebook.com/story.php?story_fbid=2484620658505570&id=1620822758218702&refid=52&tn=-R
4 years ago
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4 years ago
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2 years ago
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https://allegro.ai/docs
4 years ago
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This is usually due to enterprise level issued https certificates not part of the local installation (basically any python generated SSL request will fail)
4 years ago
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Hello Everyone!
4 years ago
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We are at AAAI NY, come look us up :)
4 years ago
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apparently everyone can ...
4 years ago
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Hi
Hi https://github.com/allegroai/trains/releases/tag/0.15.1 / https://github.com/allegroai/trains-server/releases/tag/0.15.1 / https://github.com/allegroai/tr...
4 years ago
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New video is out πŸ™‚ Cloud Autoscalers are awesome https://www.youtube.com/watch?v=j4XVMAaUt3E
2 years ago
Show more results questions
0 Hi, I’M Having Troubles Initializing Connection To Clearml (“Error: Could Not Verify Credentials:“). Who Can Help? Thanks

Hi IrateBee40
What do you have in your ~/clearml.conf ?
Is it pointing to your clearml-server ?

3 years ago
0 I Have A Question Regarding Reducing Execution Time Of Pulling Results From The Server With The Python Api. As Part Of Some Pipeline, After Running Hpo I Am Pulling All The Results From My Optimizer Task And Also Pulling All The Scalars Associated With Th

or creating a dedicated function I would suggest also including the actual sampled point in the HP space.

Could you expand ?

This would be the most common use case, and essentially the reason for running the HPO understanding the sensitivity of metrics with respect to hyper-parameters

Does this relates to:
https://github.com/allegroai/clearml/issues/430

manually" filtering the keys I've put in for the HP space. I find it a bit strange that they are not saved as part of t...

3 years ago
0 Hi Everyone! I Have A Question About The Pipeline Controller: I Would Like To Build A Ml Pipeline Similar To The One At

Hi LovelyHamster1
That is a good point, sine the Pipeline kind of assumes the task are already in the system, it clone them (leaving you with the original Draft Task).
I think we should add a flag to that pipeline that if the Task is in draft it will use it (instead of cloning it) Since it seems your pipeline is quite straight forward, I'm not sure you actually need the pipeline controller class, you can perform the entire thing manually, see example here: https://github.com/allegroai/clea...

3 years ago
0 Hi, Can We Upload Our Project Repository To Trains Server? If We Can, How Should We Do? I Know When We Write "Task.Init()", It Uploads Our Experiment Into Server, But It Also Run The Experiment. However, I Want To Upload All My Experiments In Draft Status

MysteriousBee56 I would do Task.create()
you can get the full Task internal representation with task.data
Then call task._edit(script={'repo': ...}) to edit/update all the Task entries.
You can check the dull details of the task object here: https://github.com/allegroai/trains/blob/master/trains/backend_api/services/v2_8/tasks.py#L954
BTW: when you have a sample script working, consider PR-ing it, I'm sure it will be useful for others πŸ™‚ (also a great way to get us involved with debuggin...

4 years ago
0 How Can I Remove A Service With Clearml-Serving?

Hi ConvolutedSealion94
You can archive / delete the SERVING-CONTROL-PLANE Task from the DevOps project in the UI.
Do notice you will need to make sure the clearml-serving is updated with a new sesison ID or remove it (i.e. take down the pods / docker-compose)
Make sense ?
Were you able to interact with the service that was spinned? (how was it spinned?)

2 years ago
0 Hi, I Want To Install A Local Package Using Our Package Index, But I'M Struggling With Trying To Make Pip Trust This Host. If I Want To Install It In My Venv I Can Just Pass The

are you referring toΒ 

extra_docker_shell_

scrip

t

Correct

the thing is that this runs before you create the virtual environment, so then in the new environment those settings are no longer there

Actually that is better, because this is what we need to setup the pip before it is used. So instead of passing --trusted-host just do:
` extra_docker_shell_script: ["echo "[global] \n trusted-host = pypi.python.org pypi.org files.pythonhosted.org YOUR_S...

3 years ago
0 Hi All! I'M Using Clearml With Hydra As Configuration Manager. I'M Trying To Rerun A Task By Overriding Some Of The Configurations From The Ui. I Tried To Change The Config_Name Args In The Args Section And Also The Omegaconf Configuration In Configuratio

Hi LovelyHamster1
As you noted, passing overrides in Args/overrides , for example ['training.max_epochs=1000']
should work when running with the agent.

Could you verify with the latest RC, there was a fix to support the latest hydra version
pip install clearml==0.17.5rc5

3 years ago
0 Hi All! I Noticed When A Pipeline Fails, All Its Components Continue Running. Wouldn'T It Make More Sense For The Pipeline To Send An Abort Signal To All Tasks That Depend On The Pipeline? I'M Using Clearml V1.1.3Rc0 And Clearml-Agent 1.1.0

However, are you thinking of including this callbacks features in the new pipelines as well?

Can you see a good use case ? (I mean the infrastructure supports it, but sometimes too many arguments is just confusing, no?!)

3 years ago
0 Question About The Usage Of Trains Agents. In Our Company We Have 3 Hpc Servers, Two Of Them Have Multiple Gpus, One Is Cpu Only. I Saw In The Docs The Multiple Agents Can Be Run Separately Assigning Gpus In Whatever Manner You Want. My Questions Are 1

Hi WackyRabbit7 ,
Running in Docker mode provides you greater flexibility in terms of environment control, from switching cuda versions, to pre-compiled packages that are needed (think apt-get) etc. Specifically for DL if you are using multiple tensorflow versions, they are notorious for compiling against a specific CUDA version, and the only easy way to be able to switch between them would be different dockers. If your are a PyTorch user, then you are in luck, they have all the pytorch ver...

4 years ago
0 Is It Possible To View The Actual Code Of A Task? As In The Script That Created The Task?

WackyRabbit7 if this is a single script running without git repo, you will actually get the entire code in the uncommitted changes section.
Do you mean get the code from the git repo itself ?

4 years ago
0 With

So when the agent fire up it get's the hostname, which you can then get from the API,

I think it does something like "getlocalhost", a python function that is OS agnostic

3 years ago
0 Hi, I Would Like To Pass In Some Pip Arguments That Clearml-Agent Would Include When Setting Up The Venv On The Containers. How Should I Specify This? The Argument In Question Are --Trusted-Host And --Find-Links . I Need Them As I'Ve Installed A Pypi Repo

The --template-yaml allows you to use foll k8s YAML template (the overrides is just overrides, which do not include most of the configuration options. we should probably deprecate it

3 years ago
0 Hi Guys! Is There A Way To Tell An Agent To Run A Task In An Existing Venv (Without Creating A New One)?

ExcitedFish86 this is a general "dummy agent" that tasks and executes them (no env created, no code cloned, as you suggested)

hows does this work with HPO?

The HPO clones Tasks, changes arguments, push them into a queue, and monitors the metrics in real time. The missing part (from my understanding) was the the execution of the Tasks themselves required setup, and that you wanted multiple machine support, in order to overcome it, I post a dummy agent that just runs the Tasks.
(Notice...

2 years ago
0 Hi Everyone, Does Anybody Now If The Latest Release 1.15 Is Still Vulnerable To

Hi @<1689808977149300736:profile|CharmingKoala14> , let me double check that

8 months ago
0 I Am Also Experiencing A Weird Behaviour When Running A Script Using The Module Flag. For Example I Run:

Assuming git repo looks something like:
.git readme.txt module | +---- script.pyThe working directory should be "."
The script path should be: "-m module.scipt"
And under the Configuration/Args, you should have:
args1 = value args2 = another_value
Make sense?

4 years ago
0 Getting This Error At

Any idea why the Pipeline Controller is Running despite the task passing?

What do you mean by "the task passing"

3 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

Hi @<1532532498972545024:profile|LittleReindeer37>
Yes you are correct it should capture the entire jupyter notebook in sagemaker studio.
Just verifying this is the use case, correct ?

one year ago
0 Getting This Error At

Hmm let me test the call itself.

3 years ago
0 I Am Also Experiencing A Weird Behaviour When Running A Script Using The Module Flag. For Example I Run:

right click on the experiment, select Reset, now you can edit it.

4 years ago
0 Clearml Pipelines Can Be Build From Tasks, Functions, And Decorated Functions, According To The Examples In

In terms of creating dynamic pipelines and cyclic graphs, the decorator approach seems the most powerful to me.

Yes that is correct, the decorator approach is the most powerful one, I agree.

one year ago
0 Hi Folks I Have A Problem I Can'T Understand. Plots Are Not Shown When Experiments Are Executed From The Ui. For Example, If I Run The Code On My Laptop, And I Go To The Experiment Page I Can See Correctly The Plots: But If I Then Clone The Task, And Ex

Hi SarcasticSquirrel56

But if I then clone the task, and execute it by sending it to a queue, the experiment succeeds,

I'm assuming that on the remote machine the "files_server" is not configured the same way as the local execution. for example it points to an S3 bucket the credentials for the bucket are missing.
(in your specific example I'm assuming that the plot is non-interactive which means this is actually a PNG stored somewhere, usually the file-server configuration). Does tha...

2 years ago
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